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META Enumerates Textual Applications
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This is the complete list of members for meta::classify::sgd, including all inherited members.
alpha_ | meta::classify::sgd | private |
bias_ | meta::classify::sgd | private |
bias_weight_ | meta::classify::sgd | private |
binary_classifier(std::shared_ptr< index::forward_index > idx, class_label positive, class_label negative) | meta::classify::binary_classifier | |
classifier(std::shared_ptr< index::forward_index > idx) | meta::classify::classifier | |
classify(doc_id d_id) final | meta::classify::binary_classifier | virtual |
coeff_ | meta::classify::sgd | private |
counts_t typedef | meta::classify::sgd | private |
cross_validate(const std::vector< doc_id > &input_docs, size_t k, bool even_split=false, int seed=1) | meta::classify::classifier | virtual |
default_alpha | meta::classify::sgd | static |
default_bias | meta::classify::sgd | static |
default_gamma | meta::classify::sgd | static |
default_lambda | meta::classify::sgd | static |
default_max_iter | meta::classify::sgd | static |
gamma_ | meta::classify::sgd | private |
id | meta::classify::sgd | static |
idx_ | meta::classify::classifier | protected |
lambda_ | meta::classify::sgd | private |
loss_ | meta::classify::sgd | private |
max_iter_ | meta::classify::sgd | private |
negative_label() const | meta::classify::binary_classifier | |
positive_label() const | meta::classify::binary_classifier | |
predict(doc_id d_id) const | meta::classify::sgd | virtual |
predict(const counts_t &doc) const | meta::classify::sgd | private |
reset() override | meta::classify::sgd | virtual |
sgd(const std::string &prefix, std::shared_ptr< index::forward_index > idx, class_label positive, class_label negative, std::unique_ptr< loss::loss_function > loss, double alpha=default_alpha, double gamma=default_gamma, double bias=default_bias, double lambda=default_lambda, size_t max_iter=default_max_iter) | meta::classify::sgd | |
test(const std::vector< doc_id > &docs) | meta::classify::classifier | virtual |
train(const std::vector< doc_id > &docs) override | meta::classify::sgd | virtual |
weights_ | meta::classify::sgd | private |